Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

SRR12202428

b768fd41-fa29-5816-b287-c9b99c35a9a0

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.310
  • SPERMATOGENESIS+0.280
  • KRAS_SIGNALING_DN+0.270
  • MYOGENESIS+0.270
  • ANGIOGENESIS+0.260
  • APICAL_SURFACE+0.250
  • KRAS_SIGNALING_UP+0.220
  • HEDGEHOG_SIGNALING+0.210
  • TNFA_SIGNALING_VIA_NFKB+0.160
  • PANCREAS_BETA_CELLS+0.140

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.540
  • MYC_TARGETS_V2-0.540
  • OXIDATIVE_PHOSPHORYLATION-0.470
  • UNFOLDED_PROTEIN_RESPONSE-0.430
  • INTERFERON_GAMMA_RESPONSE-0.360
  • DNA_REPAIR-0.340
  • MYC_TARGETS_V1-0.340
  • MTORC1_SIGNALING-0.330
  • PI3K_AKT_MTOR_SIGNALING-0.330
  • GLYCOLYSIS-0.300

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR1516036
bladder-landscape@3
0.853
215-109pB4_FFPE
bladder-landscape@3
0.851
3MNG1123
mng-umap@100
0.844
4SRR612563
brain-umap@2
GTEX0.837
5SRR661818
brain-umap@2
GTEX0.834
6TCGA-FD-A5BV-01A-11R-A26T-07
bladder-landscape@3
0.833
7MNG204
mng-umap@100
0.832
8SRR4296064
lung-landscapes@6
cohortA10.830
9MNG835
mng-umap@100
0.828
10SRR1516038
bladder-landscape@3
0.828

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 21 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.310Inavolisib— uncovered
SPERMATOGENESIS0.280Inavolisib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
MYOGENESIS0.270Inavolisib— uncovered
ANGIOGENESIS0.260Remibrutinib— uncovered
APICAL_SURFACE0.250Temsirolimus— uncovered
KRAS_SIGNALING_UP0.220Inavolisib— uncovered
HEDGEHOG_SIGNALING0.210Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.160Inavolisib— uncovered
PANCREAS_BETA_CELLS0.140Cobimetinib— uncovered
INFLAMMATORY_RESPONSE0.130Idelalisib— uncovered
UV_RESPONSE_DN0.130Inavolisib— uncovered
COAGULATION0.110Binimetinib— uncovered
E2F_TARGETS0.090Inavolisib— uncovered
BILE_ACID_METABOLISM0.080Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.080Inavolisib— uncovered
ANDROGEN_RESPONSE0.060Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.050Idelalisib— uncovered
IL2_STAT5_SIGNALING0.050Idelalisib— uncovered
APICAL_JUNCTION0.030Inavolisib— uncovered